Sign-in system, method, apparatus and server based on facial recognition

Abstract

A sign-in method and server based on facial recognition are provided. The method includes: receiving a face image of a sign-in user from a sign-in terminal. According to the face image of the sign-in user, whether a target registration user matching the sign-in user exists in a pre-stored registration set is detected. The registration set includes a face image of at least one registration user. Further, the target registration user is confirmed as signed in successfully if the target registration user exists in the registration set.

What is claimed is: 
     
       1. A sign-in method based on facial recognition, comprising:
 creating a current conference event carrying conference information based on input of an administrative user; 
 creating a registration set corresponding to the current conference event, the registration set comprising a face image of at least one registration user, each registration user having a corresponding identification, comprising:
 entering, based on the input of the administrative user, a face image of a first participant of the current conference event to the registration set as the face image of a first registration user; 
 adding a face image of a second registration user to the registration set by searching previous conference registration data based on an identification of a second participant of the current conference event input by the administrator user; and 
 receiving a face image of a third registration user from a user terminal and storing the face image of the third registration user to the registration set; 
 
 receiving a face image of a sign-in user from a sign-in terminal at a conference corresponding to the current conference event; 
 detecting, according to the face image of the sign-in user, whether a target registration user matching the sign-in user exists in the registration set; and 
 confirming that the target registration user signs in successfully if the target registration user exists in the registration set. 
 
     
     
       2. The method according to  claim 1 , wherein the detecting, according to the face image of the sign-in user, whether a target registration user matching the sign-in user exists in a pre-stored registration set comprises:
 extracting an image feature from the face image of the sign-in user by using a facial recognition algorithm having a recognition accuracy degree greater than a first threshold; 
 separately calculating a similarity degree between the face image of the sign-in user and the face image of each registration user according to the image feature of the face image of the sign-in user and an image feature of the face image of each registration user; 
 detecting whether a maximum similarity degree is greater than a second threshold; and 
 confirming that a registration user corresponding to the maximum similarity degree is the target registration user matching the sign-in user, if the maximum similarity degree is greater than the second threshold. 
 
     
     
       3. The method according to  claim 2 , wherein the extracting an image feature from the face image of the sign-in user by using a facial recognition algorithm having a recognition accuracy degree greater than a first threshold comprises:
 performing feature point positioning on the face image of the sign-in user, to obtain a feature point positioning result; 
 dividing the face image of the sign-in user into multiple face regions according to the feature point positioning result; 
 extracting a feature from each face region by using a deep network corresponding to the face region to obtain multiple features corresponding to the multiple face regions; and 
 recombining the multiple features extracted from the face regions, to obtain the image feature of the face image of the sign-in user. 
 
     
     
       4. The method according to  claim 1 , wherein the face image of the third registration user is submitted by the third registration user to a registration page displayed on the user terminal. 
     
     
       5. The method according to  claim 4 , before the storing the face image of the third registration user into the registration set, further comprising:
 determining whether the face image of the third registration user meets a registration condition, wherein the registration condition comprises at least one of: a light condition of the face image of the third registration user meeting a first predetermined condition or a face pose of the face image of the third registration user meeting a second predetermined condition; 
 storing the face image of the third registration user into the registration set if the face image of the third registration user meets the registration condition; and 
 sending a registration failure response to the user terminal if the face image of the third registration user does not meet the registration condition, the registration failure response being used for triggering the user terminal to present prompt information indicating that the face image of the third registration user is invalid. 
 
     
     
       6. The method according to  claim 4 , further comprising:
 sending registration prompt information carrying a registration link to the user terminal corresponding to the third registration user, the registration prompt information guiding a user to log on to the registration page corresponding to the registration link. 
 
     
     
       7. The method according to  claim 1 , further comprising:
 providing a data import option to the administrative user for creating the current conference event; and 
 upon detecting that the data import option is selected, editing the previous conference registration data to generate the current conference even and to establish at least part of the registration set corresponding to the current conference event. 
 
     
     
       8. The method according to  claim 1 , wherein creating the registration set comprises:
 providing a batch data processing option for creating the registration set; and 
 upon detecting that the batch data processing option, automatically adding a batch of multiple face images entered by the administrative user to the registration set, each image corresponding to a participant and has a file name indicating an identification of the participant. 
 
     
     
       9. A server, comprising:
 one or more processors; and 
 a memory, wherein 
 the one or more processors are configured to perform: 
 creating a current conference event carrying conference information based on input of an administrative user; 
 creating a registration set corresponding to the current conference event, the registration set comprising a face image of at least one registration user, each registration user having a corresponding identification, comprising:
 entering, based on the input of the administrative user, a face image of a first participant of the current conference event to the registration set as the face image of a first registration user; 
 adding a face image of a second registration user to the registration set by searching previous conference registration data based on an identification of a second participant of the current conference event input by the administrator user; and 
 receiving a face image of a third registration user from a user terminal and storing the face image of the third registration user to the registration set; 
 
 receiving a face image of a sign-in user from a sign-in terminal at a conference corresponding to the current conference event; 
 detecting, according to the face image of the sign-in user, whether a target registration user matching the sign-in user exists in the registration set; and 
 confirming that the target registration user signs in successfully if the target registration user exists in the registration set. 
 
     
     
       10. The server according to  claim 9 , wherein the one or more processors are further configured to perform:
 extracting an image feature from the face image of the sign-in user by using a facial recognition algorithm having a recognition accuracy degree greater than a first threshold; 
 separately calculating a similarity degree between the face image of the sign-in user and the face image of each registration user according to the image feature of the face image of the sign-in user and an image feature of the face image of each registration user; 
 detecting whether a maximum similarity degree is greater than a second threshold; and 
 confirming that a registration user corresponding to the maximum similarity degree is the target registration user matching the sign-in user, if the maximum similarity degree is greater than the second threshold. 
 
     
     
       11. The server according to  claim 10 , wherein the one or more programs processors are further configured to perform:
 performing feature point positioning on the face image of the sign-in user, to obtain a feature point positioning result; 
 dividing the face image of the sign-in user into multiple face regions according to the feature point positioning result; 
 extracting a feature from each face region by using a deep network corresponding to the face region to obtain multiple features corresponding to the multiple face regions; and 
 recombining the multiple features extracted from the face regions, to obtain the image feature of the face image of the sign-in user. 
 
     
     
       12. The server according to  claim 9 , wherein:
 the face image of the third registration user is submitted by the third registration user to a registration page displayed on the user terminal. 
 
     
     
       13. The server according to  claim 12 , wherein the one or more processors are further configured to perform:
 determining whether the face image of the third registration user meets a registration condition, wherein the registration condition comprises at least one of: a light condition of the face image of the third registration user meeting a first predetermined condition or a face pose of the face image of the third registration user meeting a second predetermined condition; 
 storing the face image of the third registration user into the registration set if the face image of the third registration user meets the registration condition; and 
 sending a registration failure response to the user terminal if the face image of the third registration user does not meet the registration condition, the registration failure response being used for triggering the user terminal to present prompt information indicating that the face image of the third registration user is invalid. 
 
     
     
       14. The server according to  claim 12 , wherein the one or more processors are further configured to perform:
 sending registration prompt information carrying a registration link to the user terminal corresponding to the third registration user, the registration prompt information guiding a user to log on to the registration page corresponding to the registration link. 
 
     
     
       15. A non-transitory computer-readable storage medium storing computer program instructions executable by at least one processor to perform:
 creating a current conference event carrying conference information based on input of an administrative user; 
 creating a registration set corresponding to the current conference event, the registration set comprising a face image of at least one registration user, each registration user having a corresponding identification, comprising:
 entering, based on the input of the administrative user, a face image of a first participant of the current conference event to the registration set as the face image of a first registration user; 
 adding a face image of a second registration user to the registration set by searching previous conference registration data based on an identification of a second participant of the current conference event input by the administrator user; and 
 receiving a face image of a third registration user from a user terminal and storing the face image of the third registration user to the registration set; 
 
 receiving a face image of a sign-in user from a sign-in terminal at a conference corresponding to the current conference event; 
 detecting, according to the face image of the sign-in user, whether a target registration user matching the sign-in user exists in the registration set; and 
 confirming that the target registration user signs in successfully if the target registration user exists in the registration set. 
 
     
     
       16. The storage medium according to  claim 15 , wherein the computer program instructions further cause the at least one processor to perform:
 extracting an image feature from the face image of the sign-in user by using a facial recognition algorithm having a recognition accuracy degree greater than a first threshold; 
 separately calculating a similarity degree between the face image of the sign-in user and the face image of each registration user according to the image feature of the face image of the sign-in user and an image feature of the face image of each registration user; 
 detecting whether a maximum similarity degree is greater than a second threshold; and 
 confirming that a registration user corresponding to the maximum similarity degree is the target registration user matching the sign-in user, if the maximum similarity degree is greater than the second threshold. 
 
     
     
       17. The storage medium according to  claim 16 , wherein the computer program instructions further cause the at least one processor to perform:
 performing feature point positioning on the face image of the sign-in user, to obtain a feature point positioning result; 
 dividing the face image of the sign-in user into multiple face regions according to the feature point positioning result; 
 extracting a feature from each face region by using a deep network corresponding to the face region to obtain multiple features corresponding to the multiple face regions; and 
 recombining the multiple features extracted from the face regions, to obtain the image feature of the face image of the sign-in user. 
 
     
     
       18. The storage medium according to  claim 15 , wherein:
 the face image of the third registration user is submitted by the third registration user to a registration page displayed on the user terminal. 
 
     
     
       19. The storage medium according to  claim 18 , wherein the computer program instructions further cause the at least one processor to perform:
 determining whether the face image of the third registration user meets a registration condition, wherein the registration condition comprises at least one of: a light condition of the face image of the third registration user meeting a first predetermined condition or a face pose of the face image of the third registration user meeting a second predetermined condition; 
 storing the face image of the third registration user into the registration set if the face image of the third registration user meets the registration condition; and 
 sending a registration failure response to the user terminal if the face image of the third registration user does not meet the registration condition, the registration failure response being used for triggering the user terminal to present prompt information indicating that the face image of the third registration user is invalid. 
 
     
     
       20. The storage medium according to  claim 18 , wherein the computer program instructions further cause the at least one processor to perform:
 sending registration prompt information carrying a registration link to the user terminal corresponding to the third registration user, the registration prompt information guiding a user to log on to the registration page corresponding to the registration link.